Deep learning-based detector for OFDM-IM

T Van Luong, Y Ko, NA Vien… - IEEE wireless …, 2019 - ieeexplore.ieee.org
This letter presents the first attempt of exploiting deep learning (DL) in the signal detection of
orthogonal frequency division multiplexing with index modulation (OFDM-IM) systems …

Generalized multiple-mode OFDM with index modulation

M Wen, Q Li, E Basar, W Zhang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Multiple-mode orthogonal frequency division multiplexing with index modulation (MM-OFDM-
IM), which transmits an OFDM signal with information bits embedded onto multiple …

Deep learning based successive interference cancellation for the non-orthogonal downlink

T Van Luong, N Shlezinger, C Xu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Non-orthogonal communications are expected to play a key role in future wireless systems.
In downlink transmissions, the data symbols are broadcast from a base station to different …

Deep Recurrent Neural Network Based Detector for OFDM With Index Modulation

MA Aziz, MH Rahman, MAS Sejan, R Tabassum… - IEEE …, 2024 - ieeexplore.ieee.org
Index modulation (IM) leads to a decrease in power consumption and transmitter complexity
compared to classical orthogonal frequency division multiplexing (OFDM) systems. The …

Diversity enhancing multiple-mode OFDM with index modulation

Q Li, M Wen, E Basar, HV Poor… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
As an emerging multi-carrier transmission scheme, multiple-mode orthogonal frequency
division multiplexing with index modulation (MM-OFDM-IM) conveys information through …

Deep energy autoencoder for noncoherent multicarrier MU-SIMO systems

T Van Luong, Y Ko, NA Vien… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We propose a novel deep energy autoencoder (EA) for noncoherent multicarrier multiuser
single-input multiple-output (MU-SIMO) systems under fading channels. In particular, a …

Opportunistic spectrum sharing based on OFDM with index modulation

Q Li, M Wen, S Dang, E Basar… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, a novel opportunistic spectrum sharing scheme, based on orthogonal
frequency division multiplexing with index modulation (OFDM-IM), is proposed for cognitive …

Deep learning-aided multicarrier systems

T Van Luong, Y Ko, M Matthaiou… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
This paper proposes a deep learning (DL)-aided multicarrier (MC) system operating on
fading channels, where both modulation and demodulation blocks are modeled by deep …

Y-shaped net-based signal detection for OFDM-IM systems

Y Zhu, B Wang, J Li, Y Zhang… - IEEE Communications …, 2022 - ieeexplore.ieee.org
This letter presents the power of deep learning for signal detection in orthogonal frequency
division multiplexing with index modulation (OFDM-IM) systems. In this letter, we propose …

Spread OFDM-IM with precoding matrix and low-complexity detection designs

T Van Luong, Y Ko - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
We propose a new spread orthogonal frequency division multiplexing with index modulation
(S-OFDM-IM), which employs precoding matrices such as Walsh-Hadamard (WH) and …